4.5.1.1.5. statsmodels.iolib.api.savetxt¶

statsmodels.iolib.api.savetxt(fname, X, names=None, fmt='%.18e', delimiter=' ')[source]¶

Save an array to a text file.

This is just a copy of numpy.savetxt patched to support structured arrays or a header of names. Does not include py3 support now in savetxt.

Parameters:

fname : filename or file handle

If the filename ends in .gz, the file is automatically saved in compressed gzip format. loadtxt understands gzipped files transparently.

X : array_like

Data to be saved to a text file.

names : list, optional

If given names will be the column header in the text file. If None and X is a structured or recarray then the names are taken from X.dtype.names.

fmt : str or sequence of strs

A single format (%10.5f), a sequence of formats, or a multi-format string, e.g. ‘Iteration %d – %10.5f’, in which case delimiter is ignored.

delimiter : str

Character separating columns.

See also

save: Save an array to a binary file in NumPy .npy format
savez: Save several arrays into a .npz compressed archive

Notes

Further explanation of the fmt parameter (%[flag]width[.precision]specifier):

flags:

- : left justify

+ : Forces to preceed result with + or -.

0 : Left pad the number with zeros instead of space (see width).

width:

Minimum number of characters to be printed. The value is not truncated if it has more characters.

precision:

For integer specifiers (eg. d,i,o,x), the minimum number of digits.
For e, E and f specifiers, the number of digits to print after the decimal point.
For g and G, the maximum number of significant digits.
For s, the maximum number of characters.

specifiers:

c : character

d or i : signed decimal integer

e or E : scientific notation with e or E.

f : decimal floating point

g,G : use the shorter of e,E or f

o : signed octal

s : string of characters

u : unsigned decimal integer

x,X : unsigned hexadecimal integer

This explanation of fmt is not complete, for an exhaustive specification see [R65].

References

[R65]

(1, 2) Format Specification Mini-Language, Python Documentation.

Examples

>>> savetxt('test.out', x, delimiter=',')   # x is an array
>>> savetxt('test.out', (x,y,z))   # x,y,z equal sized 1D arrays
>>> savetxt('test.out', x, fmt='%1.4e')   # use exponential notation